Tybalt is considered hot-tempered because he is always looking for ways to start a fight.
Take when Romeo arrives at the Capulet feast for example. Lord Capulet told Tybalt to let Romeo stay, as he was doing nothing to offend the family, but Tybalt did not want that and sought to fight Romeo for basically trespassing. That is why Tybalt is considered hot-tempered.